Machine learning versus deep learning
| Features | Machine learning | Deep learning |
|---|---|---|
| Data setting | Structured | Not structured |
| Learning | By operator | Intrinsic |
| Database | < 1 × 108 data points | > 1 × 108 data points |
| Algorithm | Variable | Artificial neural network |
| Problem solving | By partitioning | End-to-end approach |
| Execution time | Long model test time | Short model test time |
| Application field | Routine operations | Complex systems |
| Hardware | Low-end machine | High-end machine |
| Suitability | Simple problems | Complex problems |